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      Prehospital vital sign monitoring in paediatric patients: an interregional study of educational interventions

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          Abstract

          Background

          Prehospital vital sign documentation in paediatric patients is incomplete, especially in patients ≤ 2 years. The aim of the study was to increase vital sign registration in paediatric patients through specific educational initiatives.

          Methods

          Prospective quasi-experimental study with interrupted time-series design in the North Denmark and South Denmark regions. The study consecutively included all children aged < 18 years attended by the emergency medical service (EMS) from 1 July 2019 to 31 December 2021. Specific educational initiatives were conducted only in the North Denmark EMS and included video learning and classroom training based on the European Paediatric Advanced Life Support principles. The primary outcome was the proportion of patients who had their respiratory rate, peripheral capillary oxygen saturation, heart rate and level of consciousness recorded at least twice. We used a binomial regression model stratified by age groups to compare proportions of the primary outcome in the pre- and post-intervention periods in each region.

          Results

          In North Denmark, 7551 patients were included, while 15,585 patients from South Denmark were used as a reference. Virtually all of the North Denmark EMS providers completed the video learning (98.7%). The total study population involved patients aged ≤ 2 months (5.5%), 3–11 months (7.4%), 1–2 years (18.8%), 3–7 years (16.2%) and ≥ 8 years (52.1%). In the intervention region, the primary outcome increased from the pre- to the post-intervention period from 35.3% to 40.5% [95% CI for difference 3.0;7.4]. There were large variations in between age groups with increases from 18.8% to 27.4% [95% CI for difference 5.3;12.0] among patients aged ≤ 2 years, from 33.5% to 43.7% [95% CI for difference 4.9;15.5] among patients aged 3–7 years and an insignificant increase among patients aged ≥ 8 years (from 46.4% to 47.9% [95% CI for difference − 1.7;4.7]). In the region without the specific educational interventions, proportions were steady for all age groups throughout the entire study period.

          Conclusions

          Mandatory educational initiatives for EMS providers were associated with an increase in the extent of vital sign registration in paediatric patients ≤ 7 years. Incomplete vital registration was associated with, but not limited to non-urgent cases.

          Supplementary Information

          The online version contains supplementary material available at 10.1186/s13049-023-01067-z.

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          Most cited references32

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          The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies.

          Much of biomedical research is observational. The reporting of such research is often inadequate, which hampers the assessment of its strengths and weaknesses and of a study's generalizability. The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) Initiative developed recommendations on what should be included in an accurate and complete report of an observational study. We defined the scope of the recommendations to cover three main study designs: cohort, case-control, and cross-sectional studies. We convened a 2-day workshop in September 2004, with methodologists, researchers, and journal editors to draft a checklist of items. This list was subsequently revised during several meetings of the coordinating group and in e-mail discussions with the larger group of STROBE contributors, taking into account empirical evidence and methodological considerations. The workshop and the subsequent iterative process of consultation and revision resulted in a checklist of 22 items (the STROBE Statement) that relate to the title, abstract, introduction, methods, results, and discussion sections of articles. Eighteen items are common to all three study designs and four are specific for cohort, case-control, or cross-sectional studies. A detailed Explanation and Elaboration document is published separately and is freely available on the web sites of PLoS Medicine, Annals of Internal Medicine, and Epidemiology. We hope that the STROBE Statement will contribute to improving the quality of reporting of observational studies.
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            Robust causal inference using directed acyclic graphs: the R package ‘dagitty’

            Directed acyclic graphs (DAGs), which offer systematic representations of causal relationships, have become an established framework for the analysis of causal inference in epidemiology, often being used to determine covariate adjustment sets for minimizing confounding bias. DAGitty is a popular web application for drawing and analysing DAGs. Here we introduce the R package 'dagitty', which provides access to all of the capabilities of the DAGitty web application within the R platform for statistical computing, and also offers several new functions. We describe how the R package 'dagitty' can be used to: evaluate whether a DAG is consistent with the dataset it is intended to represent; enumerate 'statistically equivalent' but causally different DAGs; and identify exposure-outcome adjustment sets that are valid for causally different but statistically equivalent DAGs. This functionality enables epidemiologists to detect causal misspecifications in DAGs and make robust inferences that remain valid for a range of different DAGs. The R package 'dagitty' is available through the comprehensive R archive network (CRAN) at [https://cran.r-project.org/web/packages/dagitty/]. The source code is available on github at [https://github.com/jtextor/dagitty]. The web application 'DAGitty' is free software, licensed under the GNU general public licence (GPL) version 2 and is available at [http://dagitty.net/].
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              The use and interpretation of quasi-experimental studies in medical informatics.

              Quasi-experimental study designs, often described as nonrandomized, pre-post intervention studies, are common in the medical informatics literature. Yet little has been written about the benefits and limitations of the quasi-experimental approach as applied to informatics studies. This paper outlines a relative hierarchy and nomenclature of quasi-experimental study designs that is applicable to medical informatics intervention studies. In addition, the authors performed a systematic review of two medical informatics journals, the Journal of the American Medical Informatics Association (JAMIA) and the International Journal of Medical Informatics (IJMI), to determine the number of quasi-experimental studies published and how the studies are classified on the above-mentioned relative hierarchy. They hope that future medical informatics studies will implement higher level quasi-experimental study designs that yield more convincing evidence for causal links between medical informatics interventions and outcomes.
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                Author and article information

                Contributors
                vibe.n@rn.dk
                morten.soevsoe@rn.dk
                t.kloejgaard@rn.dk
                r.skals@rn.dk
                alasdair.corfield@ggc.scot.nhs.uk
                labe@rn.dk
                hans.morten.lossius@norskluftambulanse.no
                Soeren.Mikkelsen@rsyd.dk
                efc@rn.dk
                Journal
                Scand J Trauma Resusc Emerg Med
                Scand J Trauma Resusc Emerg Med
                Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine
                BioMed Central (London )
                1757-7241
                14 January 2023
                14 January 2023
                2023
                : 31
                : 4
                Affiliations
                [1 ]GRID grid.5117.2, ISNI 0000 0001 0742 471X, Centre for Prehospital and Emergency Research, Department of Clinical Medicine, Aalborg University Hospital, , Aalborg University, ; Aalborg, Denmark
                [2 ]GRID grid.425870.c, Prehospital Emergency Services, ; Aalborg, North Denmark Region Denmark
                [3 ]GRID grid.27530.33, ISNI 0000 0004 0646 7349, Unit of Clinical Biostatistics, , Aalborg University Hospital, ; Aalborg, Denmark
                [4 ]GRID grid.8756.c, ISNI 0000 0001 2193 314X, National Health Service Greater Glasgow and Clyde, , University of Glasgow, ; Glasgow, UK
                [5 ]GRID grid.27530.33, ISNI 0000 0004 0646 7349, Paediatric Department, , Aalborg University Hospital, ; Aalborg, Denmark
                [6 ]GRID grid.18883.3a, ISNI 0000 0001 2299 9255, Norwegian Air Ambulance Foundation, , University of Stavanger, ; Stavanger, Norway
                [7 ]GRID grid.7143.1, ISNI 0000 0004 0512 5013, The Prehospital Research Unit, , Odense University Hospital, ; Odense, Region of Southern Denmark Denmark
                Author information
                http://orcid.org/0000-0003-2838-9612
                http://orcid.org/0000-0002-3156-5595
                http://orcid.org/0000-0003-2560-4487
                http://orcid.org/0000-0003-0878-7867
                http://orcid.org/0000-0002-5187-7027
                http://orcid.org/0000-0003-3673-9694
                Article
                1067
                10.1186/s13049-023-01067-z
                9839956
                36639802
                27a0b197-2d58-45cb-909f-5c4647b90f10
                © The Author(s) 2023

                Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver ( http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

                History
                : 2 September 2022
                : 4 January 2023
                Funding
                Funded by: Danish Air Ambulance Research Foundation
                Award ID: -
                Award Recipient :
                Categories
                Original Research
                Custom metadata
                © The Author(s) 2023

                Emergency medicine & Trauma
                paediatric emergency medicine,vital signs,emergency medical services,education and training,triage,clinical assessment,paediatric readiness

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